The Prediction of Quality of Life by Frailty and Disability among Dutch Community-Dwelling People Aged 75 Years or Older
Abstract
:1. Introduction
2. Methods
2.1. Study Population and Data Collection
2.2. Frailty Measurements
2.3. Disability Measurements
2.4. Quality of Life Measurements
2.5. Outcomes, Predictors, and Adjustment Variables
2.6. Ethical Considerations
2.7. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Appendix A. Tilburg Frailty Indicator Questionnaire
- What is your gender?
- □
- male
- □
- female
- What is your age?… years
- 3.
- What is your marital status?
- □
- married or living with partner
- □
- unmarried
- □
- separated or divorced
- □
- widow or widower
- 4.
- In which country were you born?
- □
- The Netherlands
- □
- Former Dutch East Indies
- □
- Suriname
- □
- Netherlands Antilles
- □
- Turkey
- □
- Morocco
- □
- Other, namely…………….
- 5.
- What is the highest level of education you have completed?
- □
- none or primary education
- □
- secondary education
- □
- higher professional or university education
- 6.
- Which category indicates your net monthly household income in euro?
- □
- 600 or less
- □
- 601–900
- □
- 901–1200
- □
- 1201–1500
- □
- 1501–1800
- □
- 1801–2100
- □
- 2101 or more
- 7.
- Overall, how healthy would you say your lifestyle is?
- □
- healthy
- □
- not healthy, not unhealthy
- □
- unhealthy
- 8.
- Do you have two or more diseases and/or chronic disorders?
- □
- yes
- □
- no
- 9.
- Have you experienced one or more of the following events during the past year?
- □
- the death of a loved one
- □
- serious illness yourself
- □
- a serious illness in a loved one
- □
- a divorce or ending of an important intimate relationship
- □
- a traffic accident
- □
- a crime
- 10.
- Are you satisfied with your home living environment?
- □
- yes
- □
- no
- 11.
- Do you feel physically healthy?
- □
- yes
- □
- no
- 12.
- Have you lost a lot of weight recently without wishing to do so? (“a lot” is: 6 kg or more during the last six months, or 3 kg or more during the last month)
- □
- yes
- □
- no
- 13.
- Do you experience problems in your daily life due to difficulty in walking?
- □
- yes
- □
- no
- 14.
- Do you experience problems in your daily life due to difficulty maintaining your balance?
- □
- yes
- □
- no
- 15.
- Do you experience problems in your daily life due to poor hearing?
- □
- yes
- □
- no
- 16.
- Do you experience problems in your daily life due to poor vision?
- □
- yes
- □
- no
- 17.
- Do you experience problems in your daily life due to lack of strength in your hands?
- □
- yes
- □
- no
- 18.
- Do you experience problems in your daily life due to physical tiredness?
- □
- yes
- □
- no
- 19.
- Do you have problems with your memory?
- □
- yes
- □
- sometimes
- □
- no
- 20.
- Have you felt down during the last month?
- □
- yes
- □
- sometimes
- □
- no
- 21.
- Have you felt nervous or anxious during the last month?
- □
- yes
- □
- sometimes
- □
- no
- 22.
- Are you able to cope with problems well?
- □
- yes
- □
- sometimes
- □
- no
- 23.
- Do you live alone?
- □
- yes
- □
- no
- 24.
- Do you sometimes miss having people around you?
- □
- yes
- □
- sometimes
- □
- no
- 25.
- Do you receive enough support from other people?
- □
- yes
- □
- no
Appendix B. Groningen Activity Restriction Scale Questionnaire
- 1
- Can you dress yourself?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 2.
- Can you get in and out of bed?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 3.
- Can you stand up from sitting in a chair?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 4.
- Can you wash your face and hands?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 5.
- Can you wash and dry your whole body?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 6.
- Can you get on and off the toilet?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 7.
- Can you feed yourself?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 8.
- Can you get around in the house (if necessary with a cane)?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 9.
- Can you go up and down the stairs?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 10.
- Can you walk outdoors (if necessary with a cane)?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 11.
- Can you take care of your feet and toenails?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 12.
- Can you prepare breakfast or lunch?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 13.
- Can you prepare dinner?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 14.
- Can you do “light” household activities (for example, dusting and tidying up)?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 15.
- Can you do “heavy” household activities (for example mopping, cleaning the windows and vacuuming)?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 16.
- Can you wash and iron your clothes?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 17.
- Can you make the beds?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
- 18.
- Can you do the shopping?
- □
- Yes, I can do it fully independently without any difficulty
- □
- Yes, I can do it fully independently but with some difficulty
- □
- Yes, I can do it fully independently but with great difficulty
- □
- No, I cannot do it fully independently, only with someone’s help
Appendix C. Quality of Life Questionnaire
- How would you rate your quality of life?
- □
- Very poor
- □
- Poor
- □
- Neither poor nor good
- □
- Good
- □
- Very good
- How satisfied are you with your health?
- □
- Very dissatisfied
- □
- Fairly dissatisfied
- □
- Neither satisfied nor dissatisfied
- □
- Satisfied
- □
- Very satisfied
- To what extent do you feel that physical pain prevents you from doing what you need to do?
- □
- Not at all
- □
- A small amount
- □
- A moderate amount
- □
- A great deal
- □
- An extreme amount
- How much do you need any medical treatment to function in your daily life?
- □
- Not at all
- □
- A small amount
- □
- A moderate amount
- □
- A great deal
- □
- An extreme amount
- How much do you enjoy life?
- □
- Not at all
- □
- A small amount
- □
- A moderate amount
- □
- A great deal
- □
- An extreme amount
- To what extent do you feel your life to be meaningful?
- □
- Not at all
- □
- A small amount
- □
- A moderate amount
- □
- A great deal
- □
- An extreme amount
- How well are you able to concentrate?
- □
- Not at all
- □
- Slightly
- □
- Moderately
- □
- Very
- □
- Extremely
- How safe do you feel in your daily life?
- □
- Not at all
- □
- Slightly
- □
- Moderately
- □
- Very
- □
- Extremely
- How healthy is your physical environment?
- □
- Not at all
- □
- Slightly
- □
- Moderately
- □
- Very
- □
- Extremely
- Do you have enough energy for everyday life?
- □
- Not at all
- □
- Slightly
- □
- Somewhat
- □
- To a great extent
- □
- Completely
- Are you able to accept your bodily appearance?
- □
- Not at all
- □
- Slightly
- □
- Somewhat
- □
- To a great extent
- □
- Completely
- Have you enough money to meet your needs?
- □
- Not at all
- □
- Slightly
- □
- Somewhat
- □
- To a great extent
- □
- Completely
- How available to you is the information you need in your daily life?
- □
- Not at all
- □
- Slightly
- □
- Somewhat
- □
- To a great extent
- □
- Completely
- To what extent do you have the opportunity for leisure activities?
- □
- Not at all
- □
- Slightly
- □
- Somewhat
- □
- To a great extent
- □
- Completely
- How well are you able to get around physically?
- □
- Not at all
- □
- Slightly
- □
- Moderately
- □
- Very
- □
- Extremely
- How satisfied are you with your sleep?
- □
- Very dissatisfied
- □
- Fairly dissatisfied
- □
- Neither satisfied nor dissatisfied
- □
- Satisfied
- □
- Very satisfied
- How satisfied are you with your ability to perform your daily living activities?
- □
- Very dissatisfied
- □
- Fairly dissatisfied
- □
- Neither satisfied nor dissatisfied
- □
- Satisfied
- □
- Very satisfied
- How satisfied are you with your capacity for work
- □
- Very dissatisfied
- □
- Fairly dissatisfied
- □
- Neither satisfied nor dissatisfied
- □
- Satisfied
- □
- Very satisfied
- How satisfied are you with yourself?
- □
- Very dissatisfied
- □
- Fairly dissatisfied
- □
- Neither satisfied nor dissatisfied
- □
- Satisfied
- □
- Very satisfied
- How satisfied are you with your personal relationships?
- □
- Very dissatisfied
- □
- Fairly dissatisfied
- □
- Neither satisfied nor dissatisfied
- □
- Satisfied
- □
- Very satisfied
- How satisfied are you with your sex life?
- □
- Very dissatisfied
- □
- Fairly dissatisfied
- □
- Neither satisfied nor dissatisfied
- □
- Satisfied
- □
- Very satisfied
- How satisfied are you with the support you get from your friends?
- □
- Very dissatisfied
- □
- Fairly dissatisfied
- □
- Neither satisfied nor dissatisfied
- □
- Satisfied
- □
- Very satisfied
- How satisfied are you with the conditions of your living place?
- □
- Very dissatisfied
- □
- Fairly dissatisfied
- □
- Neither satisfied nor dissatisfied
- □
- Satisfied
- □
- Very satisfied
- How satisfied are you with your access to health services?
- □
- Very dissatisfied
- □
- Fairly dissatisfied
- □
- Neither satisfied nor dissatisfied
- □
- Satisfied
- □
- Very satisfied
- How satisfied are you with your transport?
- □
- Very dissatisfied
- □
- Fairly dissatisfied
- □
- Neither satisfied nor dissatisfied
- □
- Satisfied
- □
- Very satisfied
- How often do you have negative feelings such as blue mood, despair, anxiety or depression?
- □
- Never
- □
- Infrequentely
- □
- Sometimes
- □
- Frequentely
- □
- Always
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Domain | T = 0 | T = 2 | T = 4 | T = 6 | T = 8 |
---|---|---|---|---|---|
Physical | 0.87 | 0.86 | 0.88 | 0.85 | 0.83 |
Psychological | 0.77 | 0.79 | 0.78 | 0.72 | 0.80 |
Social | 0.63 | 0.67 | 0.71 | 0.68 | 0.73 |
Environmental | 0.79 | 0.83 | 0.84 | 0.82 | 0.74 |
T = 0 (n = 347) | T = 2 (n = 197) | T = 4 (n = 155) | T = 6 (n = 103) | T = 8 (n = 81) | |
---|---|---|---|---|---|
Gender | |||||
Man | 46.1 | 47.7 | 45.2 | 48.5 | 46.9 |
Woman | 53.9 | 52.3 | 54.8 | 51.5 | 53.1 |
Age | |||||
Younger than 80 | 52.7 | 54.3 | 58.7 | 65.0 | 67.9 |
80 or older | 47.3 | 45.7 | 41.3 | 35.0 | 32.1 |
Education | |||||
Primary or secondary | 83.6 | 80.7 | 80.0 | 77.7 | 77.8 |
Higher | 16.4 | 19.3 | 20.0 | 22.3 | 22.2 |
Income in euro | |||||
1800 or less | 69.5 | 69.0 | 65.2 | 62.1 | 61.7 |
More than 1800 | 30.5 | 31.0 | 34.8 | 37.9 | 38.3 |
Multimorbidity | |||||
None or one | 53.6 | 56.9 | 60.6 | 57.3 | 67.9 |
Two or more | 46.4 | 43.1 | 39.4 | 42.7 | 32.1 |
Unadjusted | Adjusted | |||
---|---|---|---|---|
Coefficient | p-Value | Coefficient | p-Value | |
Intercept | 19.63 | <0.001 | 19.83 | <0.001 |
Frailty score | ||||
Physical health | −0.63 | <0.001 | −0.57 | <0.001 |
Psychological | −0.49 | <0.001 | −0.41 | <0.001 |
Social relations | −0.13 | 0.174 | −0.14 | 0.155 |
Disability score | ||||
ADL | −0.14 | <0.001 | −0.17 | <0.001 |
IADL | −0.07 | 0.003 | −0.06 | 0.033 |
Adjustment variables | ||||
Gender | 0.19 | 0.314 | ||
Age | 0.14 | 0.413 | ||
Education | 0.10 | 0.690 | ||
Income | 0.05 | 0.815 | ||
Multimorbidity | −0.62 | 0.002 |
Unadjusted | Adjusted | |||
---|---|---|---|---|
Coefficient | p-Value | Coefficient | p-Value | |
Intercept | 17.52 | <0.001 | 17.37 | <0.001 |
Frailty score | ||||
Physical health | −0.23 | <0.001 | −0.23 | <0.001 |
Psychological | −0.77 | <0.001 | −0.72 | <0.001 |
Social relations | −0.03 | 0.705 | −0.09 | 0.327 |
Disability score | ||||
ADL | −0.04 | 0.067 | −0.07 | 0.006 |
IADL | −0.02 | 0.282 | −0.01 | 0.563 |
Adjustment variables | ||||
Gender | 0.45 | 0.003 | ||
Age | 0.18 | 0.244 | ||
Education | 0.36 | 0.068 | ||
Income | 0.05 | 0.789 | ||
Multimorbidity | 0.10 | 0.529 |
Unadjusted | Adjusted | |||
---|---|---|---|---|
Coefficient | p-Value | Coefficient | p-Value | |
Intercept | 16.33 | <0.001 | 16.32 | <0.001 |
Frailty score | ||||
Physical health | −0.22 | 0.006 | −0.16 | 0.071 |
Psychological | −0.47 | <0.001 | −0.45 | 0.002 |
Social relations | −0.72 | <0.001 | −0.98 | <0.001 |
Disability score | ||||
ADL | 0.06 | 0.175 | −0.02 | 0.627 |
IADL | 0.01 | 0.836 | 0.05 | 0.234 |
Adjustment variables | ||||
Gender | 1.62 | <0.001 | ||
Age | 0.47 | 0.070 | ||
Education | 0.23 | 0.503 | ||
Income | −0.19 | 0.523 | ||
Multimorbidity | −0.42 | 0.134 |
Unadjusted | Adjusted | |||
---|---|---|---|---|
Coefficient | p-Value | Coefficient | p-Value | |
Intercept | 17.91 | <0.001 | 17.24 | <0.001 |
Frailty score | ||||
Physical health | −0.29 | <0.001 | −0.28 | <0.001 |
Psychological | −0.51 | <0.001 | −0.45 | <0.001 |
Social relations | −0.34 | 0.001 | −0.38 | <0.001 |
Disability score | ||||
ADL | −0.03 | 0.313 | −0.05 | 0.131 |
IADL | −0.01 | 0.676 | 0.01 | 0.837 |
Adjustment variables | ||||
Gender | 0.60 | 0.002 | ||
Age | 0.09 | 0.592 | ||
Education | 0.46 | 0.039 | ||
Income | 0.74 | <0.001 | ||
Multimorbidity | 0.02 | 0.900 |
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Gobbens, R.J.J.; van der Ploeg, T. The Prediction of Quality of Life by Frailty and Disability among Dutch Community-Dwelling People Aged 75 Years or Older. Healthcare 2024, 12, 874. https://doi.org/10.3390/healthcare12090874
Gobbens RJJ, van der Ploeg T. The Prediction of Quality of Life by Frailty and Disability among Dutch Community-Dwelling People Aged 75 Years or Older. Healthcare. 2024; 12(9):874. https://doi.org/10.3390/healthcare12090874
Chicago/Turabian StyleGobbens, Robbert J. J., and Tjeerd van der Ploeg. 2024. "The Prediction of Quality of Life by Frailty and Disability among Dutch Community-Dwelling People Aged 75 Years or Older" Healthcare 12, no. 9: 874. https://doi.org/10.3390/healthcare12090874
APA StyleGobbens, R. J. J., & van der Ploeg, T. (2024). The Prediction of Quality of Life by Frailty and Disability among Dutch Community-Dwelling People Aged 75 Years or Older. Healthcare, 12(9), 874. https://doi.org/10.3390/healthcare12090874